Establishes W1 quantitative bounds for Laplace-type convergence of measures with norm-like potentials using coarea formula under generalized Jacobian invertibility, applied to maxent and SGLD.
Nonnegative functions as squares or sums of squares.Journal of Functional Analysis, 232(1):137–147
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On quantitative Laplace-type convergence results for some exponential probability measures, with two applications
Establishes W1 quantitative bounds for Laplace-type convergence of measures with norm-like potentials using coarea formula under generalized Jacobian invertibility, applied to maxent and SGLD.